<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>image | @vladmandic/face-api - v1.7.13</title><meta name="description" content="Documentation for @vladmandic/face-api"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script defer src="../assets/main.js"></script><script async src="../assets/search.js" id="tsd-search-script"></script><script async src="../assets/navigation.js" id="tsd-nav-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar"><div class="tsd-toolbar-contents container"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget tsd-toolbar-icon search no-caption"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><use href="#icon-search"></use></svg></label><input type="text" id="tsd-search-field" aria-label="Search"/></div><div class="field"><div id="tsd-toolbar-links"></div></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/face-api - v1.7.13</a></div><div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget tsd-toolbar-icon menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><use href="#icon-menu"></use></svg></a></div></div></header><div class="container container-main"><div class="col-content"><div class="tsd-page-title"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/face-api</a></li><li><a href="../modules/tf.html">tf</a></li><li><a href="tf.image.html">image</a></li></ul><h1>Variable image<code class="tsd-tag ts-flagConst">Const</code> </h1></div><div class="tsd-signature"><span class="tsd-kind-variable">image</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">{ </span><br/><span>    </span><span class="tsd-kind-property">cropAndResize</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">image</span>, <span class="tsd-kind-parameter">boxes</span>, <span class="tsd-kind-parameter">boxInd</span>, <span class="tsd-kind-parameter">cropSize</span>, <span class="tsd-kind-parameter">method</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">extrapolationValue</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><span class="tsd-signature-type">Tensor4D</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">; </span><br/><span>    </span><span class="tsd-kind-property">flipLeftRight</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">image</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><span class="tsd-signature-type">Tensor4D</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">; </span><br/><span>    </span><span class="tsd-kind-property">grayscaleToRGB</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">&lt;</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.image.html#__type.grayscaleToRGB.__type-5.__type-6.T">T</a><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">image</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.image.html#__type.grayscaleToRGB.__type-5.__type-6.T">T</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">; </span><br/><span>    </span><span class="tsd-kind-property">nonMaxSuppression</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">boxes</span>, <span class="tsd-kind-parameter">scores</span>, <span class="tsd-kind-parameter">maxOutputSize</span>, <span class="tsd-kind-parameter">iouThreshold</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">scoreThreshold</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><span class="tsd-signature-type">Tensor1D</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">; </span><br/><span>    </span><span class="tsd-kind-property">nonMaxSuppressionAsync</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">boxes</span>, <span class="tsd-kind-parameter">scores</span>, <span class="tsd-kind-parameter">maxOutputSize</span>, <span class="tsd-kind-parameter">iouThreshold</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">scoreThreshold</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">Tensor1D</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">; </span><br/><span>    </span><span class="tsd-kind-property">nonMaxSuppressionPadded</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">boxes</span>, <span class="tsd-kind-parameter">scores</span>, <span class="tsd-kind-parameter">maxOutputSize</span>, <span class="tsd-kind-parameter">iouThreshold</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">scoreThreshold</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">padToMaxOutputSize</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><span class="tsd-signature-type">NamedTensorMap</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">; </span><br/><span>    </span><span class="tsd-kind-property">nonMaxSuppressionPaddedAsync</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">boxes</span>, <span class="tsd-kind-parameter">scores</span>, <span class="tsd-kind-parameter">maxOutputSize</span>, <span class="tsd-kind-parameter">iouThreshold</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">scoreThreshold</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">padToMaxOutputSize</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">NamedTensorMap</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">; </span><br/><span>    </span><span class="tsd-kind-property">nonMaxSuppressionWithScore</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">boxes</span>, <span class="tsd-kind-parameter">scores</span>, <span class="tsd-kind-parameter">maxOutputSize</span>, <span class="tsd-kind-parameter">iouThreshold</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">scoreThreshold</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">softNmsSigma</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><span class="tsd-signature-type">NamedTensorMap</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">; </span><br/><span>    </span><span class="tsd-kind-property">nonMaxSuppressionWithScoreAsync</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">boxes</span>, <span class="tsd-kind-parameter">scores</span>, <span class="tsd-kind-parameter">maxOutputSize</span>, <span class="tsd-kind-parameter">iouThreshold</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">scoreThreshold</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">softNmsSigma</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">NamedTensorMap</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">; </span><br/><span>    </span><span class="tsd-kind-property">resizeBilinear</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">&lt;</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.image.html#__type.resizeBilinear.__type-19.__type-20.T_2">T_2</a><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">images</span>, <span class="tsd-kind-parameter">size</span>, <span class="tsd-kind-parameter">alignCorners</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">halfPixelCenters</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.image.html#__type.resizeBilinear.__type-19.__type-20.T_2">T_2</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">; </span><br/><span>    </span><span class="tsd-kind-property">resizeNearestNeighbor</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">&lt;</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.image.html#__type.resizeNearestNeighbor.__type-21.__type-22.T_1">T_1</a><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">images</span>, <span class="tsd-kind-parameter">size</span>, <span class="tsd-kind-parameter">alignCorners</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">halfPixelCenters</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.image.html#__type.resizeNearestNeighbor.__type-21.__type-22.T_1">T_1</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">; </span><br/><span>    </span><span class="tsd-kind-property">rgbToGrayscale</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">&lt;</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.image.html#__type.rgbToGrayscale.__type-23.__type-24.T_3">T_3</a><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">image</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.image.html#__type.rgbToGrayscale.__type-23.__type-24.T_3">T_3</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">; </span><br/><span>    </span><span class="tsd-kind-property">rotateWithOffset</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">image</span>, <span class="tsd-kind-parameter">radians</span>, <span class="tsd-kind-parameter">fillValue</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">center</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><span class="tsd-signature-type">Tensor4D</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">; </span><br/><span>    </span><span class="tsd-kind-property">threshold</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">image</span>, <span class="tsd-kind-parameter">method</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">inverted</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">threshValue</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><span class="tsd-signature-type">Tensor3D</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">; </span><br/><span>    </span><span class="tsd-kind-property">transform</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">image</span>, <span class="tsd-kind-parameter">transforms</span>, <span class="tsd-kind-parameter">interpolation</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">fillMode</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">fillValue</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">outputShape</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><span class="tsd-signature-type">Tensor4D</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">; </span><br/><span class="tsd-signature-symbol">}</span></div><div class="tsd-type-declaration"><h4>Type declaration</h4><ul class="tsd-parameters"><li class="tsd-parameter"><h5><span class="tsd-kind-property">crop<wbr/>And<wbr/>Resize</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">image</span>, <span class="tsd-kind-parameter">boxes</span>, <span class="tsd-kind-parameter">boxInd</span>, <span class="tsd-kind-parameter">cropSize</span>, <span class="tsd-kind-parameter">method</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">extrapolationValue</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><span class="tsd-signature-type">Tensor4D</span><span class="tsd-signature-symbol">)</span></h5><ul class="tsd-parameters"><li class="tsd-parameter-signature"><ul class="tsd-signatures"><li class="tsd-signature" id="__type.cropAndResize.__type-1.__type-2"><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">image</span>, <span class="tsd-kind-parameter">boxes</span>, <span class="tsd-kind-parameter">boxInd</span>, <span class="tsd-kind-parameter">cropSize</span>, <span class="tsd-kind-parameter">method</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">extrapolationValue</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Tensor4D</span></li><li class="tsd-description"><div class="tsd-parameters"><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameter-list"><li><h5><span class="tsd-kind-parameter">image</span>: <span class="tsd-signature-type">TensorLike</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor4D</span></h5></li><li><h5><span class="tsd-kind-parameter">boxes</span>: <span class="tsd-signature-type">TensorLike</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor2D</span></h5></li><li><h5><span class="tsd-kind-parameter">boxInd</span>: <span class="tsd-signature-type">TensorLike</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor1D</span></h5></li><li><h5><span class="tsd-kind-parameter">cropSize</span>: <span class="tsd-signature-symbol">[</span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">]</span></h5></li><li><h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">method</span>: <span class="tsd-signature-type">&quot;bilinear&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;nearest&quot;</span></h5></li><li><h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">extrapolationValue</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Tensor4D</span></h4></li></ul></li></ul></li><li class="tsd-parameter"><h5><span class="tsd-kind-property">flip<wbr/>Left<wbr/>Right</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">image</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><span class="tsd-signature-type">Tensor4D</span><span class="tsd-signature-symbol">)</span></h5><ul class="tsd-parameters"><li class="tsd-parameter-signature"><ul class="tsd-signatures"><li class="tsd-signature" id="__type.flipLeftRight.__type-3.__type-4"><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">image</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Tensor4D</span></li><li class="tsd-description"><div class="tsd-parameters"><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameter-list"><li><h5><span class="tsd-kind-parameter">image</span>: <span class="tsd-signature-type">TensorLike</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor4D</span></h5></li></ul></div><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Tensor4D</span></h4></li></ul></li></ul></li><li class="tsd-parameter"><h5><span class="tsd-kind-property">grayscale<wbr/>ToRGB</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">&lt;</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.image.html#__type.grayscaleToRGB.__type-5.__type-6.T">T</a><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">image</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.image.html#__type.grayscaleToRGB.__type-5.__type-6.T">T</a><span class="tsd-signature-symbol">)</span></h5><ul class="tsd-parameters"><li class="tsd-parameter-signature"><ul class="tsd-signatures"><li class="tsd-signature" id="__type.grayscaleToRGB.__type-5.__type-6"><span class="tsd-signature-symbol">&lt;</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.image.html#__type.grayscaleToRGB.__type-5.__type-6.T">T</a><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">image</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.image.html#__type.grayscaleToRGB.__type-5.__type-6.T">T</a></li><li class="tsd-description"><section class="tsd-panel"><h4>Type Parameters</h4><ul class="tsd-type-parameter-list"><li><h4><a id="__type.grayscaleToRGB.__type-5.__type-6.T" class="tsd-anchor"></a><span class="tsd-kind-type-parameter">T</span><span class="tsd-signature-keyword"> extends </span><span class="tsd-signature-type">Tensor2D</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor3D</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor4D</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor5D</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor6D</span></h4></li></ul></section><div class="tsd-parameters"><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameter-list"><li><h5><span class="tsd-kind-parameter">image</span>: <span class="tsd-signature-type">TensorLike</span><span class="tsd-signature-symbol"> | </span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.image.html#__type.grayscaleToRGB.__type-5.__type-6.T">T</a></h5></li></ul></div><h4 class="tsd-returns-title">Returns <a class="tsd-signature-type tsd-kind-type-parameter" href="tf.image.html#__type.grayscaleToRGB.__type-5.__type-6.T">T</a></h4></li></ul></li></ul></li><li class="tsd-parameter"><h5><span class="tsd-kind-property">non<wbr/>Max<wbr/>Suppression</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">boxes</span>, <span class="tsd-kind-parameter">scores</span>, <span class="tsd-kind-parameter">maxOutputSize</span>, <span class="tsd-kind-parameter">iouThreshold</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">scoreThreshold</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><span class="tsd-signature-type">Tensor1D</span><span class="tsd-signature-symbol">)</span></h5><ul class="tsd-parameters"><li class="tsd-parameter-signature"><ul class="tsd-signatures"><li class="tsd-signature" id="__type.nonMaxSuppression.__type-7.__type-8"><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">boxes</span>, <span class="tsd-kind-parameter">scores</span>, <span class="tsd-kind-parameter">maxOutputSize</span>, <span class="tsd-kind-parameter">iouThreshold</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">scoreThreshold</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Tensor1D</span></li><li class="tsd-description"><div class="tsd-parameters"><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameter-list"><li><h5><span class="tsd-kind-parameter">boxes</span>: <span class="tsd-signature-type">TensorLike</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor2D</span></h5></li><li><h5><span class="tsd-kind-parameter">scores</span>: <span class="tsd-signature-type">TensorLike</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor1D</span></h5></li><li><h5><span class="tsd-kind-parameter">maxOutputSize</span>: <span class="tsd-signature-type">number</span></h5></li><li><h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">iouThreshold</span>: <span class="tsd-signature-type">number</span></h5></li><li><h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">scoreThreshold</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Tensor1D</span></h4></li></ul></li></ul></li><li class="tsd-parameter"><h5><span class="tsd-kind-property">non<wbr/>Max<wbr/>Suppression<wbr/>Async</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">boxes</span>, <span class="tsd-kind-parameter">scores</span>, <span class="tsd-kind-parameter">maxOutputSize</span>, <span class="tsd-kind-parameter">iouThreshold</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">scoreThreshold</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">Tensor1D</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">)</span></h5><ul class="tsd-parameters"><li class="tsd-parameter-signature"><ul class="tsd-signatures"><li class="tsd-signature" id="__type.nonMaxSuppressionAsync.__type-9.__type-10"><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">boxes</span>, <span class="tsd-kind-parameter">scores</span>, <span class="tsd-kind-parameter">maxOutputSize</span>, <span class="tsd-kind-parameter">iouThreshold</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">scoreThreshold</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">Tensor1D</span><span class="tsd-signature-symbol">&gt;</span></li><li class="tsd-description"><div class="tsd-parameters"><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameter-list"><li><h5><span class="tsd-kind-parameter">boxes</span>: <span class="tsd-signature-type">TensorLike</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor2D</span></h5></li><li><h5><span class="tsd-kind-parameter">scores</span>: <span class="tsd-signature-type">TensorLike</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor1D</span></h5></li><li><h5><span class="tsd-kind-parameter">maxOutputSize</span>: <span class="tsd-signature-type">number</span></h5></li><li><h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">iouThreshold</span>: <span class="tsd-signature-type">number</span></h5></li><li><h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">scoreThreshold</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">Tensor1D</span><span class="tsd-signature-symbol">&gt;</span></h4></li></ul></li></ul></li><li class="tsd-parameter"><h5><span class="tsd-kind-property">non<wbr/>Max<wbr/>Suppression<wbr/>Padded</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">boxes</span>, <span class="tsd-kind-parameter">scores</span>, <span class="tsd-kind-parameter">maxOutputSize</span>, <span class="tsd-kind-parameter">iouThreshold</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">scoreThreshold</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">padToMaxOutputSize</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><span class="tsd-signature-type">NamedTensorMap</span><span class="tsd-signature-symbol">)</span></h5><ul class="tsd-parameters"><li class="tsd-parameter-signature"><ul class="tsd-signatures"><li class="tsd-signature" id="__type.nonMaxSuppressionPadded.__type-11.__type-12"><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">boxes</span>, <span class="tsd-kind-parameter">scores</span>, <span class="tsd-kind-parameter">maxOutputSize</span>, <span class="tsd-kind-parameter">iouThreshold</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">scoreThreshold</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">padToMaxOutputSize</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">NamedTensorMap</span></li><li class="tsd-description"><div class="tsd-parameters"><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameter-list"><li><h5><span class="tsd-kind-parameter">boxes</span>: <span class="tsd-signature-type">TensorLike</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor2D</span></h5></li><li><h5><span class="tsd-kind-parameter">scores</span>: <span class="tsd-signature-type">TensorLike</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor1D</span></h5></li><li><h5><span class="tsd-kind-parameter">maxOutputSize</span>: <span class="tsd-signature-type">number</span></h5></li><li><h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">iouThreshold</span>: <span class="tsd-signature-type">number</span></h5></li><li><h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">scoreThreshold</span>: <span class="tsd-signature-type">number</span></h5></li><li><h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">padToMaxOutputSize</span>: <span class="tsd-signature-type">boolean</span></h5></li></ul></div><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">NamedTensorMap</span></h4></li></ul></li></ul></li><li class="tsd-parameter"><h5><span class="tsd-kind-property">non<wbr/>Max<wbr/>Suppression<wbr/>Padded<wbr/>Async</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">boxes</span>, <span class="tsd-kind-parameter">scores</span>, <span class="tsd-kind-parameter">maxOutputSize</span>, <span class="tsd-kind-parameter">iouThreshold</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">scoreThreshold</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">padToMaxOutputSize</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">NamedTensorMap</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">)</span></h5><ul class="tsd-parameters"><li class="tsd-parameter-signature"><ul class="tsd-signatures"><li class="tsd-signature" id="__type.nonMaxSuppressionPaddedAsync.__type-13.__type-14"><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">boxes</span>, <span class="tsd-kind-parameter">scores</span>, <span class="tsd-kind-parameter">maxOutputSize</span>, <span class="tsd-kind-parameter">iouThreshold</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">scoreThreshold</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">padToMaxOutputSize</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">NamedTensorMap</span><span class="tsd-signature-symbol">&gt;</span></li><li class="tsd-description"><div class="tsd-parameters"><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameter-list"><li><h5><span class="tsd-kind-parameter">boxes</span>: <span class="tsd-signature-type">TensorLike</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor2D</span></h5></li><li><h5><span class="tsd-kind-parameter">scores</span>: <span class="tsd-signature-type">TensorLike</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor1D</span></h5></li><li><h5><span class="tsd-kind-parameter">maxOutputSize</span>: <span class="tsd-signature-type">number</span></h5></li><li><h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">iouThreshold</span>: <span class="tsd-signature-type">number</span></h5></li><li><h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">scoreThreshold</span>: <span class="tsd-signature-type">number</span></h5></li><li><h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">padToMaxOutputSize</span>: <span class="tsd-signature-type">boolean</span></h5></li></ul></div><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">NamedTensorMap</span><span class="tsd-signature-symbol">&gt;</span></h4></li></ul></li></ul></li><li class="tsd-parameter"><h5><span class="tsd-kind-property">non<wbr/>Max<wbr/>Suppression<wbr/>With<wbr/>Score</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">boxes</span>, <span class="tsd-kind-parameter">scores</span>, <span class="tsd-kind-parameter">maxOutputSize</span>, <span class="tsd-kind-parameter">iouThreshold</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">scoreThreshold</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">softNmsSigma</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><span class="tsd-signature-type">NamedTensorMap</span><span class="tsd-signature-symbol">)</span></h5><ul class="tsd-parameters"><li class="tsd-parameter-signature"><ul class="tsd-signatures"><li class="tsd-signature" id="__type.nonMaxSuppressionWithScore.__type-15.__type-16"><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">boxes</span>, <span class="tsd-kind-parameter">scores</span>, <span class="tsd-kind-parameter">maxOutputSize</span>, <span class="tsd-kind-parameter">iouThreshold</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">scoreThreshold</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">softNmsSigma</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">NamedTensorMap</span></li><li class="tsd-description"><div class="tsd-parameters"><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameter-list"><li><h5><span class="tsd-kind-parameter">boxes</span>: <span class="tsd-signature-type">TensorLike</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor2D</span></h5></li><li><h5><span class="tsd-kind-parameter">scores</span>: <span class="tsd-signature-type">TensorLike</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor1D</span></h5></li><li><h5><span class="tsd-kind-parameter">maxOutputSize</span>: <span class="tsd-signature-type">number</span></h5></li><li><h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">iouThreshold</span>: <span class="tsd-signature-type">number</span></h5></li><li><h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">scoreThreshold</span>: <span class="tsd-signature-type">number</span></h5></li><li><h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">softNmsSigma</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">NamedTensorMap</span></h4></li></ul></li></ul></li><li class="tsd-parameter"><h5><span class="tsd-kind-property">non<wbr/>Max<wbr/>Suppression<wbr/>With<wbr/>Score<wbr/>Async</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">boxes</span>, <span class="tsd-kind-parameter">scores</span>, <span class="tsd-kind-parameter">maxOutputSize</span>, <span class="tsd-kind-parameter">iouThreshold</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">scoreThreshold</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">softNmsSigma</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">NamedTensorMap</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">)</span></h5><ul class="tsd-parameters"><li class="tsd-parameter-signature"><ul class="tsd-signatures"><li class="tsd-signature" id="__type.nonMaxSuppressionWithScoreAsync.__type-17.__type-18"><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">boxes</span>, <span class="tsd-kind-parameter">scores</span>, <span class="tsd-kind-parameter">maxOutputSize</span>, <span class="tsd-kind-parameter">iouThreshold</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">scoreThreshold</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">softNmsSigma</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">NamedTensorMap</span><span class="tsd-signature-symbol">&gt;</span></li><li class="tsd-description"><div class="tsd-parameters"><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameter-list"><li><h5><span class="tsd-kind-parameter">boxes</span>: <span class="tsd-signature-type">TensorLike</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor2D</span></h5></li><li><h5><span class="tsd-kind-parameter">scores</span>: <span class="tsd-signature-type">TensorLike</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor1D</span></h5></li><li><h5><span class="tsd-kind-parameter">maxOutputSize</span>: <span class="tsd-signature-type">number</span></h5></li><li><h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">iouThreshold</span>: <span class="tsd-signature-type">number</span></h5></li><li><h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">scoreThreshold</span>: <span class="tsd-signature-type">number</span></h5></li><li><h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">softNmsSigma</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">NamedTensorMap</span><span class="tsd-signature-symbol">&gt;</span></h4></li></ul></li></ul></li><li class="tsd-parameter"><h5><span class="tsd-kind-property">resize<wbr/>Bilinear</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">&lt;</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.image.html#__type.resizeBilinear.__type-19.__type-20.T_2">T_2</a><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">images</span>, <span class="tsd-kind-parameter">size</span>, <span class="tsd-kind-parameter">alignCorners</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">halfPixelCenters</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.image.html#__type.resizeBilinear.__type-19.__type-20.T_2">T_2</a><span class="tsd-signature-symbol">)</span></h5><ul class="tsd-parameters"><li class="tsd-parameter-signature"><ul class="tsd-signatures"><li class="tsd-signature" id="__type.resizeBilinear.__type-19.__type-20"><span class="tsd-signature-symbol">&lt;</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.image.html#__type.resizeBilinear.__type-19.__type-20.T_2">T_2</a><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">images</span>, <span class="tsd-kind-parameter">size</span>, <span class="tsd-kind-parameter">alignCorners</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">halfPixelCenters</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.image.html#__type.resizeBilinear.__type-19.__type-20.T_2">T_2</a></li><li class="tsd-description"><section class="tsd-panel"><h4>Type Parameters</h4><ul class="tsd-type-parameter-list"><li><h4><a id="__type.resizeBilinear.__type-19.__type-20.T_2" class="tsd-anchor"></a><span class="tsd-kind-type-parameter">T_2</span><span class="tsd-signature-keyword"> extends </span><span class="tsd-signature-type">Tensor3D</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor4D</span></h4></li></ul></section><div class="tsd-parameters"><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameter-list"><li><h5><span class="tsd-kind-parameter">images</span>: <span class="tsd-signature-type">TensorLike</span><span class="tsd-signature-symbol"> | </span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.image.html#__type.resizeBilinear.__type-19.__type-20.T_2">T_2</a></h5></li><li><h5><span class="tsd-kind-parameter">size</span>: <span class="tsd-signature-symbol">[</span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">]</span></h5></li><li><h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">alignCorners</span>: <span class="tsd-signature-type">boolean</span></h5></li><li><h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">halfPixelCenters</span>: <span class="tsd-signature-type">boolean</span></h5></li></ul></div><h4 class="tsd-returns-title">Returns <a class="tsd-signature-type tsd-kind-type-parameter" href="tf.image.html#__type.resizeBilinear.__type-19.__type-20.T_2">T_2</a></h4></li></ul></li></ul></li><li class="tsd-parameter"><h5><span class="tsd-kind-property">resize<wbr/>Nearest<wbr/>Neighbor</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">&lt;</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.image.html#__type.resizeNearestNeighbor.__type-21.__type-22.T_1">T_1</a><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">images</span>, <span class="tsd-kind-parameter">size</span>, <span class="tsd-kind-parameter">alignCorners</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">halfPixelCenters</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.image.html#__type.resizeNearestNeighbor.__type-21.__type-22.T_1">T_1</a><span class="tsd-signature-symbol">)</span></h5><ul class="tsd-parameters"><li class="tsd-parameter-signature"><ul class="tsd-signatures"><li class="tsd-signature" id="__type.resizeNearestNeighbor.__type-21.__type-22"><span class="tsd-signature-symbol">&lt;</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.image.html#__type.resizeNearestNeighbor.__type-21.__type-22.T_1">T_1</a><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">images</span>, <span class="tsd-kind-parameter">size</span>, <span class="tsd-kind-parameter">alignCorners</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">halfPixelCenters</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.image.html#__type.resizeNearestNeighbor.__type-21.__type-22.T_1">T_1</a></li><li class="tsd-description"><section class="tsd-panel"><h4>Type Parameters</h4><ul class="tsd-type-parameter-list"><li><h4><a id="__type.resizeNearestNeighbor.__type-21.__type-22.T_1" class="tsd-anchor"></a><span class="tsd-kind-type-parameter">T_1</span><span class="tsd-signature-keyword"> extends </span><span class="tsd-signature-type">Tensor3D</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor4D</span></h4></li></ul></section><div class="tsd-parameters"><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameter-list"><li><h5><span class="tsd-kind-parameter">images</span>: <span class="tsd-signature-type">TensorLike</span><span class="tsd-signature-symbol"> | </span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.image.html#__type.resizeNearestNeighbor.__type-21.__type-22.T_1">T_1</a></h5></li><li><h5><span class="tsd-kind-parameter">size</span>: <span class="tsd-signature-symbol">[</span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">]</span></h5></li><li><h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">alignCorners</span>: <span class="tsd-signature-type">boolean</span></h5></li><li><h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">halfPixelCenters</span>: <span class="tsd-signature-type">boolean</span></h5></li></ul></div><h4 class="tsd-returns-title">Returns <a class="tsd-signature-type tsd-kind-type-parameter" href="tf.image.html#__type.resizeNearestNeighbor.__type-21.__type-22.T_1">T_1</a></h4></li></ul></li></ul></li><li class="tsd-parameter"><h5><span class="tsd-kind-property">rgb<wbr/>To<wbr/>Grayscale</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">&lt;</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.image.html#__type.rgbToGrayscale.__type-23.__type-24.T_3">T_3</a><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">image</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.image.html#__type.rgbToGrayscale.__type-23.__type-24.T_3">T_3</a><span class="tsd-signature-symbol">)</span></h5><ul class="tsd-parameters"><li class="tsd-parameter-signature"><ul class="tsd-signatures"><li class="tsd-signature" id="__type.rgbToGrayscale.__type-23.__type-24"><span class="tsd-signature-symbol">&lt;</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.image.html#__type.rgbToGrayscale.__type-23.__type-24.T_3">T_3</a><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">image</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.image.html#__type.rgbToGrayscale.__type-23.__type-24.T_3">T_3</a></li><li class="tsd-description"><section class="tsd-panel"><h4>Type Parameters</h4><ul class="tsd-type-parameter-list"><li><h4><a id="__type.rgbToGrayscale.__type-23.__type-24.T_3" class="tsd-anchor"></a><span class="tsd-kind-type-parameter">T_3</span><span class="tsd-signature-keyword"> extends </span><span class="tsd-signature-type">Tensor2D</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor3D</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor4D</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor5D</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor6D</span></h4></li></ul></section><div class="tsd-parameters"><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameter-list"><li><h5><span class="tsd-kind-parameter">image</span>: <span class="tsd-signature-type">TensorLike</span><span class="tsd-signature-symbol"> | </span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.image.html#__type.rgbToGrayscale.__type-23.__type-24.T_3">T_3</a></h5></li></ul></div><h4 class="tsd-returns-title">Returns <a class="tsd-signature-type tsd-kind-type-parameter" href="tf.image.html#__type.rgbToGrayscale.__type-23.__type-24.T_3">T_3</a></h4></li></ul></li></ul></li><li class="tsd-parameter"><h5><span class="tsd-kind-property">rotate<wbr/>With<wbr/>Offset</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">image</span>, <span class="tsd-kind-parameter">radians</span>, <span class="tsd-kind-parameter">fillValue</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">center</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><span class="tsd-signature-type">Tensor4D</span><span class="tsd-signature-symbol">)</span></h5><ul class="tsd-parameters"><li class="tsd-parameter-signature"><ul class="tsd-signatures"><li class="tsd-signature" id="__type.rotateWithOffset.__type-25.__type-26"><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">image</span>, <span class="tsd-kind-parameter">radians</span>, <span class="tsd-kind-parameter">fillValue</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">center</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Tensor4D</span></li><li class="tsd-description"><div class="tsd-parameters"><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameter-list"><li><h5><span class="tsd-kind-parameter">image</span>: <span class="tsd-signature-type">TensorLike</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor4D</span></h5></li><li><h5><span class="tsd-kind-parameter">radians</span>: <span class="tsd-signature-type">number</span></h5></li><li><h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">fillValue</span>: <span class="tsd-signature-type">number</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-symbol">[</span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">]</span></h5></li><li><h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">center</span>: <span class="tsd-signature-type">number</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-symbol">[</span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">]</span></h5></li></ul></div><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Tensor4D</span></h4></li></ul></li></ul></li><li class="tsd-parameter"><h5><span class="tsd-kind-property">threshold</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">image</span>, <span class="tsd-kind-parameter">method</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">inverted</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">threshValue</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><span class="tsd-signature-type">Tensor3D</span><span class="tsd-signature-symbol">)</span></h5><ul class="tsd-parameters"><li class="tsd-parameter-signature"><ul class="tsd-signatures"><li class="tsd-signature" id="__type.threshold.__type-27.__type-28"><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">image</span>, <span class="tsd-kind-parameter">method</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">inverted</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">threshValue</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Tensor3D</span></li><li class="tsd-description"><div class="tsd-parameters"><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameter-list"><li><h5><span class="tsd-kind-parameter">image</span>: <span class="tsd-signature-type">TensorLike</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor3D</span></h5></li><li><h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">method</span>: <span class="tsd-signature-type">string</span></h5></li><li><h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">inverted</span>: <span class="tsd-signature-type">boolean</span></h5></li><li><h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">threshValue</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Tensor3D</span></h4></li></ul></li></ul></li><li class="tsd-parameter"><h5><span class="tsd-kind-property">transform</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">image</span>, <span class="tsd-kind-parameter">transforms</span>, <span class="tsd-kind-parameter">interpolation</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">fillMode</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">fillValue</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">outputShape</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><span class="tsd-signature-type">Tensor4D</span><span class="tsd-signature-symbol">)</span></h5><ul class="tsd-parameters"><li class="tsd-parameter-signature"><ul class="tsd-signatures"><li class="tsd-signature" id="__type.transform.__type-29.__type-30"><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">image</span>, <span class="tsd-kind-parameter">transforms</span>, <span class="tsd-kind-parameter">interpolation</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">fillMode</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">fillValue</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">outputShape</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Tensor4D</span></li><li class="tsd-description"><div class="tsd-parameters"><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameter-list"><li><h5><span class="tsd-kind-parameter">image</span>: <span class="tsd-signature-type">TensorLike</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor4D</span></h5></li><li><h5><span class="tsd-kind-parameter">transforms</span>: <span class="tsd-signature-type">TensorLike</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor2D</span></h5></li><li><h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">interpolation</span>: <span class="tsd-signature-type">&quot;bilinear&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;nearest&quot;</span></h5></li><li><h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">fillMode</span>: <span class="tsd-signature-type">&quot;reflect&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;nearest&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;constant&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;wrap&quot;</span></h5></li><li><h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">fillValue</span>: <span class="tsd-signature-type">number</span></h5></li><li><h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">outputShape</span>: <span class="tsd-signature-symbol">[</span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">]</span></h5></li></ul></div><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Tensor4D</span></h4></li></ul></li></ul></li></ul></div><aside class="tsd-sources"><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.16.0/node_modules/@tensorflow/tfjs-core/dist/ops/ops.d.ts:238</li></ul></aside></div><div class="col-sidebar"><div class="page-menu"><div class="tsd-navigation settings"><details class="tsd-index-accordion"><summary class="tsd-accordion-summary"><h3><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><use href="#icon-chevronDown"></use></svg>Settings</h3></summary><div class="tsd-accordion-details"><div class="tsd-filter-visibility"><h4 class="uppercase">Member Visibility</h4><form><ul id="tsd-filter-options"><li class="tsd-filter-item"><label class="tsd-filter-input"><input type="checkbox" id="tsd-filter-inherited" name="inherited" checked/><svg width="32" 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